mamba 开源项目推荐（576 个）

mamba 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。

20收录项目

6.2 万Star 总量

6覆盖语言

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热门项目前 20

按 Star 数排序展示前 20 个 · GitHub 共 576 个仓库

mudler /LocalAI

LocalAI 是开源 AI 引擎。可在任意硬件上运行任何模型——LLMs、视觉、语音、图像、视频。无需 GPU。

Go5 万

#agents #ai #api #audio-generation #decentralized #distributed

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NVlabs /MambaVision

[CVPR 2025] MambaVision的PyTorch官方实施：Mamba-Transformer混合视觉主干

Python2251

#deep-learning #foundation-models #huggingface-transformers #hybrid-models #image-classification #instance-segmentation

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aldostools /webMAN-MOD

PS3控制台的扩展服务（Web服务器、https服务器、netiso、ntfs、ps3Mapi等）

C1832

#cobra #exfat #file-manager #ftp-server #mamba #netiso

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sstary /SSRS

Semantic Segmentation for Remote Sensing

Python814

#mamba #multimodal-fusion #remote-sensing #segment-anything-modal #semantic-segmentation #transformer

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Event-AHU /Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] State-Space-Model/Mamba 及其应用的论文列表

754

#linear-attention-model #mamba #point-mamba #ssm #transformer #video-mamba

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Avarok-Cybersecurity /atlas

纯锈推断引擎

Rust715

#cuda #dgx #dgx-spark #gb10 #llm-inference #mamba

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ChenHongruixuan /ChangeMamba

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

Python657

#binary-change-detection #building-damage-assessment #building-damage-mapping #cd-mamba #cdmamba #change-detection

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LMD0311 /PointMamba

[NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis

Python551

Yangzhangcst /Mamba-in-CV

A paper list of some recent Mamba-based CV works.

498

kyegomez /VisionMamba

Vision Mamba的实现摘自论文《Vision Mamba：双向状态空间模型的高效视觉表示学习》，它比DeiT快2.8倍，在批量推断以提取高分辨率图像特征时节省了86.8%的GPU内存

Python496

#ai #machine-learning #mamba #pytorch #recurrent-neural-network #ssm

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kyegomez /MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

Python473

weigao266 /Awesome-Efficient-Arch

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

411

prefix-dev /rattler-build

rattler-build is a universal Conda package builder for Windows, macOS and Linux (like conda-build but faster)

Rust381

AvivBick /awesome-ssm-ml

Reading list for research topics in state-space models

374

CompVis /zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

Python350

OpenTabular /DeepTab

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

Python330